1.
Introduction
2.
Installation
3.
Setup
4.
Provenance Graph
5.
Logging
6.
Metrics
6.1.
Custom Metrics
6.2.
System Metrics
6.3.
Time Metrics
7.
Reproducibility
8.
Get Data from Provenance Files
9.
Examples
9.1.
Usage with PyTorch
9.2.
Usage with Lightning
9.3.
Usage with ItwinAI Logger
9.4.
Reproducible Example
Light
Rust
Coal
Navy
Ayu
yProv4ML Documentation
Examples
A set of 5 examples are provided:
PyTorch Example
PyTorch Lightning Example
ItwinAI Logger Example
Viewing and Plotting Data
Reproducible Example
Visualization Notebook
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